The bad shepherd is not committed to the sheep and flees when the sheep are endangered, but the Good Shepherd lives (and dies) for the good of the sheep.
The Good Shepherd sacrifices for the sheep, knows His sheep, is known by the sheep and the sheep know His voice and follow Him.